Shumin Deng
Singapore, China
Summary
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RockstarShumin Deng is a seasoned manager based in Singapore with nine years of professional experience spanning public service and engineering roles. Currently leading initiatives at CPF Board since 2009, he combines operational oversight with a hands-on engineering background from SeaCAD Technologies where he worked as an applications engineer. Educated at Nanyang Technological University, he brings a pragmatic blend of technical understanding and stakeholder-focused management to regulated, people-centric environments. Known for steady long-tenure contributions, Shumin excels at translating technical possibilities into reliable, scalable processes that serve large user populations.
9 years of coding experience
Github Skills (32)
pytorch10
artificial-intelligence10
named-entity-recognition10
relation-extraction10
prompt10
deep-learning10
knowledge-graph10
paper10
natural-language-processing10
survey10
few-shot-learning10
nlp10
information-extraction10
ontology9
korean-nlp8
Programming languages (1)
Github contributions (5)
231sm/Low_Resource_KBP
Nov 2019 - Nov 2020
knowledge graph population in low resource conditions
Contributions:15 commits, 2 PRs, 14 pushes in 1 year
knowledge-graph
231sm/Reasoning_In_EE
Jan 2021 - Apr 2022
Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"
Contributions:56 commits, 25 pushes, 10 comments in 1 year 2 months
event-extractionlow-resourceontoedinformation-extractionlow-resource-nlp
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